Analisis Jumlah Mahasiswa Program Studi Magister Pendidikan Dasar
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
102.8%
Sangat Baik
Retention Rate Rata-rata
57.7%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
13.7%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
208.1%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
0.0%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
92.9%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
12.8%
Sedang
Volatilitas Animo
47.7%
Coefficient of Variation
Utilization Capacity
102.8%
Penggunaan daya tampung optimal
📋 Data Historis 2021-2025
Data Mentah
Indikator Kinerja
Pertumbuhan Tahunan
| Tahun | Animo | Daya Tampung | Hasil | Mhs Baru | Mhs Aktif | Cuti | Nonaktif | Wisuda |
|---|---|---|---|---|---|---|---|---|
| 2021 | 62 | 60 | 62 | 62 | 62 | 0 | 0 | 0 |
| 2022 | 55 | 50 | 55 | 55 | 171 | 0 | 14 | 0 |
| 2023 | 18 | 20 | 18 | 18 | 185 | 0 | 22 | 47 |
| 2024 | 26 | 25 | 26 | 26 | 127 | 0 | 28 | 50 |
| 2025 | 64 | 60 | 64 | 64 | 191 | 0 | 42 | 7 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 100.0% | 103.3% | 0.0% | 0.0% | 0.0% | 103.3% | 0.0% |
| 2022 | 100.0% | 110.0% | 89.2% | 0.0% | 8.2% | 110.0% | 0.0% |
| 2023 | 100.0% | 90.0% | 70.8% | 25.4% | 11.9% | 90.0% | 261.1% |
| 2024 | 100.0% | 104.0% | 56.4% | 39.4% | 22.0% | 104.0% | 192.3% |
| 2025 | 100.0% | 106.7% | 72.2% | 3.7% | 22.0% | 106.7% | 10.9% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | -11.3% | -67.3% | 44.4% | 146.2% | 28.0% | 3.2% |
| DAYA TAMPUNG | -16.7% | -60.0% | 25.0% | 140.0% | 22.1% | 0.0% |
| HASIL | -11.3% | -67.3% | 44.4% | 146.2% | 28.0% | 3.2% |
| MHS BARU | -11.3% | -67.3% | 44.4% | 146.2% | 28.0% | 3.2% |
| MHS AKTIF | 175.8% | 8.2% | -31.4% | 50.4% | 50.8% | 208.1% |
| WISUDA | 0.0% | 0.0% | 6.4% | -86.0% | -19.9% | -85.1% |
| CUTI | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| NONAKTIF | 0.0% | 57.1% | 27.3% | 50.0% | 33.6% | 200.0% |
📊 Statistik Deskriptif Lanjutan
ANIMO
45
Mean ± 21 (SD)
CV: 47.7% |
Min: 18 |
Max: 64
Q1: 26 |
Median: 55 |
Q3: 62
Skewness: -0.582 |
Kurtosis: -2.768
DAYA TAMPUNG
43
Mean ± 19 (SD)
CV: 44.7% |
Min: 20 |
Max: 60
Q1: 25 |
Median: 50 |
Q3: 60
Skewness: -0.458 |
Kurtosis: -2.939
HASIL
45
Mean ± 21 (SD)
CV: 47.7% |
Min: 18 |
Max: 64
Q1: 26 |
Median: 55 |
Q3: 62
Skewness: -0.582 |
Kurtosis: -2.768
MHS BARU
45
Mean ± 21 (SD)
CV: 47.7% |
Min: 18 |
Max: 64
Q1: 26 |
Median: 55 |
Q3: 62
Skewness: -0.582 |
Kurtosis: -2.768
MHS AKTIF
147
Mean ± 54 (SD)
CV: 36.6% |
Min: 62 |
Max: 191
Q1: 127 |
Median: 171 |
Q3: 185
Skewness: -1.271 |
Kurtosis: 0.784
WISUDA
21
Mean ± 25 (SD)
CV: 122.4% |
Min: 0 |
Max: 50
Q1: 0 |
Median: 7 |
Q3: 47
Skewness: 0.561 |
Kurtosis: -3.221
CUTI
0
Mean ± 0 (SD)
CV: 0.0% |
Min: 0 |
Max: 0
Q1: 0 |
Median: 0 |
Q3: 0
Skewness: 0.000 |
Kurtosis: 0.000
NONAKTIF
21
Mean ± 16 (SD)
CV: 73.9% |
Min: 0 |
Max: 42
Q1: 14 |
Median: 22 |
Q3: 28
Skewness: -0.064 |
Kurtosis: 0.192